The coca plant is the source from which cocaine is derived. The natives of Peru and Bolivia have chewed the leaves for centuries, after discovering that this gave them a moderate buzz.
Cocaine was originally used in the product Coca-Cola, which is why this product bears the name of the coca leaf.
The coca leaf is not to be confused with the cocoa leaf which provides chocolate.